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Expected Validation Performance and Estimation of a Random Variable's Maximum


Oct 01, 2021
Jesse Dodge, Suchin Gururangan, Dallas Card, Roy Schwartz, Noah A. Smith


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Documenting the English Colossal Clean Crawled Corpus


Apr 18, 2021
Jesse Dodge, Maarten Sap, Ana Marasovic, William Agnew, Gabriel Ilharco, Dirk Groeneveld, Matt Gardner


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Competency Problems: On Finding and Removing Artifacts in Language Data


Apr 17, 2021
Matt Gardner, William Merrill, Jesse Dodge, Matthew E. Peters, Alexis Ross, Sameer Singh, Noah Smith


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The Right Tool for the Job: Matching Model and Instance Complexities


May 09, 2020
Roy Schwartz, Gabriel Stanovsky, Swabha Swayamdipta, Jesse Dodge, Noah A. Smith

* ACL 2020; 12 pages; code available in https://github.com/allenai/sledgehammer 

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Fine-Tuning Pretrained Language Models: Weight Initializations, Data Orders, and Early Stopping


Feb 15, 2020
Jesse Dodge, Gabriel Ilharco, Roy Schwartz, Ali Farhadi, Hannaneh Hajishirzi, Noah Smith


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RNN Architecture Learning with Sparse Regularization


Sep 06, 2019
Jesse Dodge, Roy Schwartz, Hao Peng, Noah A. Smith


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Show Your Work: Improved Reporting of Experimental Results


Sep 06, 2019
Jesse Dodge, Suchin Gururangan, Dallas Card, Roy Schwartz, Noah A. Smith


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Green AI


Aug 13, 2019
Roy Schwartz, Jesse Dodge, Noah A. Smith, Oren Etzioni

* 12 pages 

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Open Loop Hyperparameter Optimization and Determinantal Point Processes


Feb 14, 2018
Jesse Dodge, Kevin Jamieson, Noah A. Smith


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Key-Value Memory Networks for Directly Reading Documents


Oct 10, 2016
Alexander Miller, Adam Fisch, Jesse Dodge, Amir-Hossein Karimi, Antoine Bordes, Jason Weston


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Evaluating Prerequisite Qualities for Learning End-to-End Dialog Systems


Apr 19, 2016
Jesse Dodge, Andreea Gane, Xiang Zhang, Antoine Bordes, Sumit Chopra, Alexander Miller, Arthur Szlam, Jason Weston


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Retrofitting Word Vectors to Semantic Lexicons


Mar 22, 2015
Manaal Faruqui, Jesse Dodge, Sujay K. Jauhar, Chris Dyer, Eduard Hovy, Noah A. Smith

* Proceedings of NAACL 2015 

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